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文献清单：2024-2025年工程与材料、计算机科学栏目精选文章 | MDPI Symmetry |
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期刊名：Symmetry
期刊主页：https://www.mdpi.com/journal/symmetry
先进制造与智能系统的交叉融合正推动工程技术领域从传统设计制造模式向高精度、智能化、可持续的方向加速演进。本专题精选发表于 Symmetry 期刊“工程与材料”及“计算机科学”两个栏目的63篇前沿研究，系统展示了面向现代工程挑战的多维度创新成果。在工程与材料方向，研究涵盖增材制造（如3D打印PLA结构、LPBF AlSi10Mg合金）、先进光学系统（多级衍射透镜）、超声清洗与摩擦学表面设计、复杂机械系统建模（机器人运动学、洗衣机自动平衡机构）、结构健康监测与高性能材料（形状记忆合金、淬火配分钢）等关键领域，充分体现了对称性原理在结构设计、制造工艺与性能优化中的深度应用。在计算机方向，研究聚焦于人工智能驱动的智能感知与决策系统，涵盖基于深度学习的故障诊断、智能交通信号控制、区块链数据追踪、图像质量评估与增强、隐私保护与安全认证、以及面向工业物联网的轻量化模型与边缘智能，凸显了对称与非对称结构在算法效率、系统鲁棒性与安全可解释性方面的核心支撑作用。两者共同勾勒出从材料特性、制造工艺到智能系统集成的完整技术链条，为推动高端装备、智慧能源与数字基础设施的发展提供了理论依据与工程实践参考。
1. Multilevel Diffractive Lenses: Recent Advances and Applications
多级衍射透镜：最新进展与应用
http://www.mdpi.com/2073-8994/16/10/1377
Shi, C.; Zhao, W.; Chen, S.; Li, W. Multilevel Diffractive Lenses: Recent Advances and Applications. Symmetry 2024, 16, 1377.
2. A 3D Descriptive Geometry Problem-Solving Methodology Using CAD and Orthographic Projection
使用CAD和正投影的3D画法几何问题解决方法论
http://www.mdpi.com/2073-8994/16/4/476
Gutiérrez de Ravé, E.; Jiménez-Hornero, F.J. A 3D Descriptive Geometry Problem-Solving Methodology Using CAD and Orthographic Projection. Symmetry 2024, 16, 476.
3. Research Progress on the Design of Surface Texture in Tribological Applications: A Mini-Review
摩擦学应用中表面织构设计的研究进展：小综述
https://www.mdpi.com/2073-8994/16/11/1523
Chen, K.; Tang, Y. Research Progress on the Design of Surface Texture in Tribological Applications: A Mini-Review. Symmetry 2024, 16, 1523.
4. Computational Design of an In-Line Coaxial-to-Circular Waveguide Adapter with More Than an Octave Bandwidth
一种倍频程以上带宽的同轴-圆波导适配器的计算设计
https://www.mdpi.com/2073-8994/16/3/304
Altanzaya, E.; Heo, J.; Xu, S.; Lee, C.; Ahn, B.; Kim, S.; Choi, S. Computational Design of an In-Line Coaxial-to-Circular Waveguide Adapter with More Than an Octave Bandwidth. Symmetry 2024, 16, 304.
5. Determining the Safest Anchoring Knot in a Fall Arrest System by Means of Static Tests
通过静态测试确定防坠系统中的最安全锚固结
https://www.mdpi.com/2073-8994/16/2/167
Sáez, P.I.; Carrión, E.A.; Ferrer, B.; García, E.; Monge, J.F. Determining the Safest Anchoring Knot in a Fall Arrest System by Means of Static Tests. Symmetry 2024, 16, 167.
6. Numerical Modeling of Charpy Impact Toughness Behavior and Stress Distribution of Quenching and Partitioning Steel
淬火配分钢夏比冲击韧性行为及应力分布的数值模拟
https://www.mdpi.com/2073-8994/17/1/53
Kori, T.; Kassaye, F.; Koz?owska, A.; Grajcar, A. Numerical Modeling of Charpy Impact Toughness Behavior and Stress Distribution of Quenching and Partitioning Steel. Symmetry 2025, 17, 53.
7. Mathematical Modeling of Robotic Locomotion Systems
机器人运动系统的数学建模
https://www.mdpi.com/2073-8994/16/3/376
Prada, E.; Miková, L.; Virgala, I.; Kelemen, M.; Sin?ák, P.J.; Mykhailyshyn, R. PMathematical Modeling of Robotic Locomotion Systems. Symmetry 2024, 16, 376.
8. Engineering Drawing Applied to the Study of the Design of a Two-Cylinder Entablature Steam Engine with Parallel Motion Crosshead
工程图学应用于带平行运动十字头的双缸柱顶架式蒸汽机设计研究
https://www.mdpi.com/2073-8994/16/5/578
Rojas-Sola, J.I.; Barranco-Molina, J.C. Engineering Drawing Applied to the Study of the Design of a Two-Cylinder Entablature Steam Engine with Parallel Motion Crosshead. Symmetry 2024, 16, 578.
9. Investigation into Enhancing Ultrasonic Cleaning Efficiency Through Symmetrical Transducer Configuration
通过对称换能器配置提高超声清洗效率的研究
https://www.mdpi.com/2073-8994/17/3/348
Wei, L.; Liu, S.; Dong, F. Investigation into Enhancing Ultrasonic Cleaning Efficiency Through Symmetrical Transducer Configuration. Symmetry 2025, 17, 348.
10. Autonomous Multirotor UAV Docking and Charging: A Comprehensive Review of Systems, Mechanisms, and Emerging Technologies
自主多旋翼无人机停靠与充电：系统、机制与新兴技术综述
https://www.mdpi.com/2073-8994/17/11/1988
Š?uric, A.; Krznar, N.; Pen?er, A.; Štedul, I.; Kotarski, D. Autonomous Multirotor UAV Docking and Charging: A Comprehensive Review of Systems, Mechanisms, and Emerging Technologies. Symmetry 2025, 17, 1988.
11. Foldable/Deployable Spherical Mechanisms Based on Regular Polygons
基于正多边形的可折叠/可展开球面机构
https://www.mdpi.com/2073-8994/17/8/1281
Di Gregorio, R. Foldable/Deployable Spherical Mechanisms Based on Regular Polygons. Symmetry 2025, 17, 1281.
12. Temperature-Dependent Phase Variations in Van Der Waals CdPS3 Revealed by Raman Spectroscopy
拉曼光谱揭示的范德华CdPS?中的温度相关相变
https://www.mdpi.com/2073-8994/16/2/140
Rahman, S.; Ngyuen, H.; Macdonald, D.; Lu, Y. Temperature-Dependent Phase Variations in Van Der Waals CdPS3 Revealed by Raman Spectroscopy. Symmetry 2024, 16, 140.
13. Analysis of Asymmetric Wear of Brake Pads on Freight Wagons despite Full Contact between Pad Surface and Wheel
货运车辆制动闸瓦在完全接触状态下的非对称磨损分析
https://www.mdpi.com/2073-8994/16/3/346
Panchenko, S.; Gerlici, J.; Lovska, A.; Ravlyuk, V.; Di?o, J.; Blatnický, M. Analysis of Asymmetric Wear of Brake Pads on Freight Wagons despite Full Contact between Pad Surface and Wheel. Symmetry 2024, 16, 346.
14. Laundry Machine Auto-Balancing Mechanism: Non-Linear Simulation of Imbalance Settlement
洗衣机自动平衡机构：不平衡沉降的非线性仿真
https://www.mdpi.com/2073-8994/16/8/980
Podesva, J.; Marsalek, P.; Cienciala, J.; Drahorad, L.; Halama, R. Laundry Machine Auto-Balancing Mechanism: Non-Linear Simulation of Imbalance Settlement. Symmetry 2024, 16, 980.
15. Dynamical Behavior of Small-Scale Buoyant Diffusion Flames in Externally Swirling Flows
小尺度浮力扩散火焰在外部旋流中的动力学行为
https://www.mdpi.com/2073-8994/16/3/292
Yang, T.; Ma, Y.; Zhang, P. Dynamical Behavior of Small-Scale Buoyant Diffusion Flames in Externally Swirling Flows. Symmetry 2024, 16, 292.
16. Tomographic Background-Oriented Schlieren for Axisymmetric and Weakly Non-Axisymmetric Supersonic Jets
用于轴对称和弱非轴对称超音速射流的层析背景纹影技术
https://www.mdpi.com/2073-8994/16/5/596
Jia, T.; Li, J.; Wu, J.; Xiong, Y. Tomographic Background-Oriented Schlieren for Axisymmetric and Weakly Non-Axisymmetric Supersonic Jets. Symmetry 2024, 16, 596.
17. Mechanical Properties of 3D-Printed PLA Structures Observed in Framework of Different Rotational Symmetry Orders in Infill Patterns
基于填充图案不同旋转对称阶的3D打印PLA结构力学性能
https://www.mdpi.com/2073-8994/17/3/466
Polja?ek, S.M.; Donevski, D.; Tomašegovi?, T.; Vrabi?-Brodnjak, U.; Leskovšek, M. Mechanical Properties of 3D-Printed PLA Structures Observed in Framework of Different Rotational Symmetry Orders in Infill Patterns. Symmetry 2025, 17, 466.
18. Effects of KoBo-Processing and Subsequent Annealing Treatment on Grain Boundary Network and Texture Development in Laser Powder Bed Fusion (LPBF) AlSi10Mg Alloy
KoBo加工及后续退火处理对激光粉末床熔融AlSi10Mg合金晶界网络和织构演变的影响
https://www.mdpi.com/2073-8994/16/1/122
Snopiński, P. Effects of KoBo-Processing and Subsequent Annealing Treatment on Grain Boundary Network and Texture Development in Laser Powder Bed Fusion (LPBF) AlSi10Mg Alloy. Symmetry 2024, 16, 122.
19. Statistical Mechanics Approaches for Studying Temperature and Rate Effects in Multistable Systems
研究多稳态系统中温度和速率效应的统计力学方法
https://www.mdpi.com/2073-8994/16/5/632
Cannizzo, A.; Giordano, S. Statistical Mechanics Approaches for Studying Temperature and Rate Effects in Multistable Systems. Symmetry 2024, 16, 632.
20. Fringe Projection Profilometry for Three-Dimensional Measurement of Aerospace Blades
用于航空叶片三维测量的条纹投影轮廓术
https://www.mdpi.com/2073-8994/16/3/350
Chen, Z.; Zhu, M.; Sun, C.; Liu, Y.; Tan, J. Fringe Projection Profilometry for Three-Dimensional Measurement of Aerospace Blades. Symmetry 2024, 16, 350.
21. A Lagrangian Analysis of Tip Leakage Vortex in a Low-Speed Axial Compressor Rotor
低速轴流压气机转子叶尖泄漏涡的拉格朗日分析
https://www.mdpi.com/2073-8994/16/3/344
Hou, J.; Liu, Y.; Tang, Y. A Lagrangian Analysis of Tip Leakage Vortex in a Low-Speed Axial Compressor Rotor. Symmetry 2024, 16, 344.
22. Analysis from the Functional Viewpoint of a Single-Cylinder Horizontal Steam Engine with a Crosshead Trunk Guide through Engineering Graphics
基于工程图学的带十字头柱形导块单缸卧式蒸汽机功能分析
https://www.mdpi.com/2073-8994/16/6/722
Rojas-Sola, J.I.; Barranco-Molina, J.C. Analysis from the Functional Viewpoint of a Single-Cylinder Horizontal Steam Engine with a Crosshead Trunk Guide through Engineering Graphics. Symmetry 2024, 16, 722.
23. A Microstructural Study of Cu-10Al-7Ag Shape Memory Alloy in As-Cast and Quenched Conditions
Cu-10Al-7Ag形状记忆合金在铸态和淬火态下的微观结构研究
https://www.mdpi.com/2073-8994/16/5/545
Liveric, L.; Sitek, W.; Snopiński, P.; Maziarz, W.; Grguri?, T.H. A Microstructural Study of Cu-10Al-7Ag Shape Memory Alloy in As-Cast and Quenched Conditions. Symmetry 2024, 16, 545.
24. A Review of Pavement Performance Deterioration Modeling: Influencing Factors and Techniques
路面性能退化建模综述：影响因素与技术
https://www.mdpi.com/2073-8994/17/11/1992
Famewo, B.G.; Shokouhian, M. A Review of Pavement Performance Deterioration Modeling: Influencing Factors and Techniques. Symmetry 2025, 17, 1992.
25. Monitoring of Thermoacoustic Combustion Instability via Recurrence Quantification Analysis and Optimized Deep Belief Network
基于递归量化分析和优化深度信念网络的热声燃烧不稳定性监测
https://www.mdpi.com/2073-8994/16/3/266
Zeng, Q.; Hu, C.; Sun, J.; Shen, Y.; Miao, K. Monitoring of Thermoacoustic Combustion Instability via Recurrence Quantification Analysis and Optimized Deep Belief Network. Symmetry 2024, 16, 266.
26. Data-Driven Dynamic Security Partition Assessment of Power Systems Based on Symmetric Electrical Distance Matrix and Chebyshev Distance
基于对称电气距离矩阵和Chebyshev距离的数据驱动电力系统动态安全分区评估
https://www.mdpi.com/2073-8994/16/10/1355
Qi, H.; Su, R.; Sun, R.; Yan, J. Data-Driven Dynamic Security Partition Assessment of Power Systems Based on Symmetric Electrical Distance Matrix and Chebyshev Distance. Symmetry 2024, 16, 1355.
27. Flow Effects and Propulsion Performance on Various Single Expansion Ramp Nozzle Configurations of Scramjet Engine
不同单膨胀斜面喷管构型对超燃冲压发动机流动效应和推进性能的影响
https://www.mdpi.com/2073-8994/16/8/1044
Shieh, T.H.; Lin, K.W.; Li, Y.T. Flow Effects and Propulsion Performance on Various Single Expansion Ramp Nozzle Configurations of Scramjet Engine. Symmetry 2024, 16, 1044.
28. GRouteNet: A GNN-Based Model to Optimize Pathfinding and Smart Charging Management for Autonomous Guided Vehicles
GRouteNet：一种基于GNN的自动导引车路径规划与智能充电管理优化模型
https://www.mdpi.com/2073-8994/16/12/1573
Kazmi, S.N.; Akber, S. GRouteNet: A GNN-Based Model to Optimize Pathfinding and Smart Charging Management for Autonomous Guided Vehicles. Symmetry 2024, 16, 1573.
29. Numerical Analysis on Cooling Performances for Connectors Using Immersion Cooling in Ultra-Fast Chargers for Electric Vehicles
电动汽车超快充连接器浸没式冷却性能的数值分析
https://www.mdpi.com/2073-8994/17/4/624
Hwang, S.G.; Lee, M.Y.; Ko, B.S. Numerical Analysis on Cooling Performances for Connectors Using Immersion Cooling in Ultra-Fast Chargers for Electric Vehicles. Symmetry 2025, 17, 624.
30. Handheld 3D Scanning-Based Robotic Trajectory Planning for Multi-Layer Multi-Pass Welding of a Large Intersecting Line Workpiece with Asymmetric Profiles
基于手持3D扫描的非对称截面大型相贯线工件多层多道焊接机器人轨迹规划
https://www.mdpi.com/2073-8994/17/5/738
Li, X.; Yao, S.; Ma, J.; Chi, G.; Zhang, G. Handheld 3D Scanning-Based Robotic Trajectory Planning for Multi-Layer Multi-Pass Welding of a Large Intersecting Line Workpiece with Asymmetric Profiles. Symmetry 2025, 17, 738.
31. AI-Driven Technology in Heart Failure Detection and Diagnosis: A Review of the Advancement in Personalized Healthcare
AI驱动心力衰竭检测与诊断：个性化医疗进展综述
https://www.mdpi.com/2073-8994/17/3/469
Udoy, I.A.; Hassan, O. AI-Driven Technology in Heart Failure Detection and Diagnosis: A Review of the Advancement in Personalized Healthcare. Symmetry 2025, 17, 469.
32. A Symmetric Efficient Spatial and Channel Attention (ESCA) Module Based on Convolutional Neural Networks
基于CNN的高效对称空间与通道注意力模块
https://www.mdpi.com/2073-8994/16/8/952
Liu, H.; Zhang, Y.; Chen, Y. A Symmetric Efficient Spatial and Channel Attention (ESCA) Module Based on Convolutional Neural Networks. Symmetry 2024, 16, 952.
33. Data-Tracking in Blockchain Utilizing Hash Chain: A Study of Structured and Adaptive Process
利用哈希链的区块链数据追踪：结构化与自适应过程研究
https://www.mdpi.com/2073-8994/16/1/62
Kim, S.; Kim, D. Data-Tracking in Blockchain Utilizing Hash Chain: A Study of Structured and Adaptive Process. Symmetry 2024, 16, 62.
34. Algorithmic Efficiency in Convex Hull Computation: Insights from 2D and 3D Implementations
凸包计算中的算法效率：2D与3D实现的洞见
https://www.mdpi.com/2073-8994/16/12/1590
Kwon, H.; Oh, S.; Baek, J.W. Algorithmic Efficiency in Convex Hull Computation: Insights from 2D and 3D Implementations. Symmetry 2024, 16, 1590.
35. Hybrid Neural Network-Based Intrusion Detection System: Leveraging LightGBM and MobileNetV2 for IoT Security
基于混合神经网络的入侵检测系统：结合LightGBM与MobileNetV2守护IoT安全
https://www.mdpi.com/2073-8994/17/3/314
Yang, Y.M.; Chang, K.C.; Luo, J.N. Hybrid Neural Network-Based Intrusion Detection System: Leveraging LightGBM and MobileNetV2 for IoT Security. Symmetry 2025, 17, 314.
36. Motion Control of Macro–Micro Linear Platform Based on Adaptive Fuzzy Active Disturbance Rejection Control
基于自适应模糊自抗扰控制的宏微直线平台运动控制
https://www.mdpi.com/2073-8994/16/6/707
Wang, M.; Kang, T.; Kang, K.; Zhang, C.; Li, L. Motion Control of Macro–Micro Linear Platform Based on Adaptive Fuzzy Active Disturbance Rejection Control. Symmetry 2024, 16, 707.
37. Intelligent Fuzzy Traffic Signal Control System for Complex Intersections Using Fuzzy Rule Base Reduction
基于模糊规则库精简的复杂交叉口智能模糊交通信号控制系统
https://www.mdpi.com/2073-8994/16/9/1177
Chala, T.D.; Kóczy, L.T. Intelligent Fuzzy Traffic Signal Control System for Complex Intersections Using Fuzzy Rule Base Reduction. Symmetry 2024, 16, 1177.
38. An Analysis of Existing Hash-Based Post-Quantum Signature Schemes
现有基于哈希的后量子签名方案分析
https://www.mdpi.com/2073-8994/17/6/919
Pacurar, C.M.; Bocu, R.; Iavich, M. An Analysis of Existing Hash-Based Post-Quantum Signature Schemes. Symmetry 2025, 17, 919.
39. Robust Watermarking of Tiny Neural Networks by Fine-Tuning and Post-Training Approaches
通过微调和后训练实现微型神经网络的鲁棒水印
https://www.mdpi.com/2073-8994/17/7/1094
Adorante, R.; Carra, A.; Lattuada, M.; Pau, D.P. Robust Watermarking of Tiny Neural Networks by Fine-Tuning and Post-Training Approaches. Symmetry 2025, 17, 1094.
40. Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests
通过鲁棒统计检验比较仿射与有理二次样条耦合及自回归流
https://www.mdpi.com/2073-8994/16/8/942
Coccaro, A.; Letizia, M.; Reyes-González, H.; Torre, R. Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests. Symmetry 2024, 16, 942.
41. Deep Learning Evidence for Global Optimality of Gerver’s Sofa
深度学习为Gerver沙发全局最优性提供证据
https://www.mdpi.com/2073-8994/16/10/1388
Leng, K.; Bi, J.; Cha, J.; Pinilla, S.; Thiyagalingam, J. Deep Learning Evidence for Global Optimality of Gerver’s Sofa. Symmetry 2024, 16, 1388.
42. Leveraging Quantum Machine Learning to Address Class Imbalance: A Novel Approach for Enhanced Predictive Accuracy
利用量子机器学习解决类别不平衡问题：提升预测准确率的新方法
https://www.mdpi.com/2073-8994/17/2/186
Kwon, S.; Huh, J.; Kwon, S.; Choi, S.; Kwon, O. Leveraging Quantum Machine Learning to Address Class Imbalance: A Novel Approach for Enhanced Predictive Accuracy. Symmetry 2025, 17, 186.
43. A Multi-Criteria Method Integrating Distances to Ideal and Anti-Ideal Points
集成到理想解与负理想解距离的多准则方法
https://www.mdpi.com/2073-8994/16/8/1025
Roszkowska, E.; Filipowicz-Chomko, M. A Multi-Criteria Method Integrating Distances to Ideal and Anti-Ideal Points. Symmetry 2024, 16, 1025.
44. New Combined Metric for Full-Reference Image Quality Assessment
全参考图像质量评估的新组合指标
https://www.mdpi.com/2073-8994/16/12/1622
Frackiewicz, M.; Machalica, ?.; Palus, H. New Combined Metric for Full-Reference Image Quality Assessment. Symmetry 2024, 16, 1622.
45. Ultra-Low Bitrate Predictive Portrait Video Compression with Diffusion Models
基于扩散模型的超低比特率预测式人像视频压缩
https://www.mdpi.com/2073-8994/17/6/913
Chen, X.; Lei, W.; Zhang, W.; Wang, Y.; Liu, M. Ultra-Low Bitrate Predictive Portrait Video Compression with Diffusion Models. Symmetry 2025, 17, 913.
46. Maximum Coverage by k Lines
k条直线的最大覆盖问题
https://www.mdpi.com/2073-8994/16/2/206
Chung, C.; Vigneron, A.; Ahn, H.K. Maximum Coverage by k Lines. Symmetry 2024, 16, 206.
47. Modifying Hellwig’s Method for Multi-Criteria Decision-Making with Mahalanobis Distance for Addressing Asymmetrical Relationships
结合马氏距离改进Hellwig多准则决策方法以处理非对称关系
https://www.mdpi.com/2073-8994/16/1/77
Roszkowska, E. Modifying Hellwig’s Method for Multi-Criteria Decision-Making with Mahalanobis Distance for Addressing Asymmetrical Relationships. Symmetry 2024, 16, 77.
48. Automatic Control of Virtual Cameras for Capturing and Sharing User Focus and Interaction in Collaborative Virtual Reality
协作式虚拟现实中捕捉与共享用户焦点和交互的虚拟相机自动控制
https://www.mdpi.com/2073-8994/16/2/228
Lee, J.; Lee, D.; Han, S.; Kim, H.; Lee, K. Automatic Control of Virtual Cameras for Capturing and Sharing User Focus and Interaction in Collaborative Virtual Reality. Symmetry 2024, 16, 228.
49. A Unified Hardware Design for Multiplication, Division, and Square Roots Using Binary Logarithms
基于二进制对数的乘除与开方统一硬件设计
https://www.mdpi.com/2073-8994/16/9/1138
Ngo, D.; Han, S.; Kang, B. A Unified Hardware Design for Multiplication, Division, and Square Roots Using Binary Logarithms. Symmetry 2024, 16, 1138.
50. Utilizing Multiple Regression Analysis and Entropy Method for Automated Aesthetic Evaluation of Interface Layouts
利用多元回归分析与熵权法实现界面布局自动化美学评价
https://www.mdpi.com/2073-8994/16/5/523
Wang, X.; Tong, M.; Song, Y.; Xue, C. Utilizing Multiple Regression Analysis and Entropy Method for Automated Aesthetic Evaluation of Interface Layouts. Symmetry 2024, 16, 523.
51. The Influence of the Assembly Line Configuration and Reliability Parameter Symmetry on the Key Performance Indicators
装配线配置与可靠性参数对称性对关键绩效指标的影响
https://www.mdpi.com/2073-8994/16/9/1128
Kampa, A.; Paprocka, I. The Influence of the Assembly Line Configuration and Reliability Parameter Symmetry on the Key Performance Indicators. Symmetry 2024, 16, 1128.
52. Symmetry-Guided Surrogate-Assisted NSGA-II for Multi-Objective Optimization of Renewable Energy Systems
对称性引导的代理辅助NSGA-II用于可再生能源系统多目标优化
https://www.mdpi.com/2073-8994/17/8/1367
Reis, M.J.C.S. Symmetry-Guided Surrogate-Assisted NSGA-II for Multi-Objective Optimization of Renewable Energy Systems. Symmetry 2025, 17, 1367.
53. An Accurate Prediction Method of Human Assembly Motion for Human–Robot Collaboration
人机协作中人体装配动作的精准预测方法
https://www.mdpi.com/2073-8994/16/1/118
Zhou, Y.; Luo, L.; Li, P. An Accurate Prediction Method of Human Assembly Motion for Human–Robot Collaboration. Symmetry 2024, 16, 118.
54. A Machine Learning-Based Detection for Parameter Tampering Vulnerabilities in Web Applications Using BERT Embeddings
基于BERT嵌入的Web应用参数篡改漏洞机器学习检测方法
https://www.mdpi.com/2073-8994/17/7/985
Yun, S.; Cho, N. A Machine Learning-Based Detection for Parameter Tampering Vulnerabilities in Web Applications Using BERT Embeddings. Symmetry 2025, 17, 985.
55. Imperative Genetic Programming
命令式遗传编程
https://www.mdpi.com/2073-8994/16/9/1146
Fajfar, I.; Rojec, ?.; B?rmen, Á.; Kunaver, M.; Tuma, T.; Toma?i?, S.; Puhan, J. Imperative Genetic Programming. Symmetry 2024, 16, 1146.
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增强计算机视觉中用户对可靠性的感知：概率分布的不确定性可视化
https://www.mdpi.com/2073-8994/16/8/986
Wang, X.; Hu, R.; Xue, C. Enhancing User Perception of Reliability in Computer Vision: Uncertainty Visualization for Probability Distributions. Symmetry 2024, 16, 986.
57. A New Log-Transform Histogram Equalization Technique for Deep Learning-Based Document Forgery Detection
基于深度学习的文档伪造检测新方法：对数变换直方图均衡技术
https://www.mdpi.com/2073-8994/17/3/395
Bae, Y.Y.; Cho, D.J.; Jung, K.H. A New Log-Transform Histogram Equalization Technique for Deep Learning-Based Document Forgery Detection. Symmetry 2025, 17, 395.
58. Cross-Water–Air Optical Wireless Communication Using Orthogonal Time–Frequency Space Modulation
基于正交时频空调制的跨水-空气光无线通信
https://www.mdpi.com/2073-8994/16/5/571
Lian, D.; Gao, Y.; Lian, J. Cross-Water–Air Optical Wireless Communication Using Orthogonal Time–Frequency Space Modulation. Symmetry 2024, 16, 571.
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基于信号空间深度卷积网络的相干信源波达方向估计
https://www.mdpi.com/2073-8994/16/4/433
Zhao, J.; Gui, R.; Dong, X.; Zhao, Y. Direction of Arrival Estimation of Coherent Sources via a Signal Space Deep Convolution Network. Symmetry 2024, 16, 433.
60. Practical Verifiable Time-Lock Puzzle: Pre- and Post-Solution Verification
实用的可验证时间锁谜题：求解前与求解后验证
https://www.mdpi.com/2073-8994/16/10/1347
Wu, Z.; Liu, H.; Wang, L. Practical Verifiable Time-Lock Puzzle: Pre- and Post-Solution Verification. Symmetry 2024, 16, 1347.
61. A Systematic Method Combining Rotated Convolution and State Space Augmented Transformer for Digitizing and Classifying Paper ECGs
结合旋转卷积与状态空间增强变压器的纸质心电图数字化与分类系统方法
https://www.mdpi.com/2073-8994/17/1/120
Wang, X.; Yang, J. A Systematic Method Combining Rotated Convolution and State Space Augmented Transformer for Digitizing and Classifying Paper ECGs. Symmetry 2025, 17, 120.
62. Numerical Study on the Heat Transfer Characteristics of a Hybrid Direct–Indirect Oil Cooling System for Electric Motors
电动汽车电机混合直-间接油冷系统换热特性数值研究
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Park, J.S.; Tai, L.D.; Lee, M.Y. Numerical Study on the Heat Transfer Characteristics of a Hybrid Direct–Indirect Oil Cooling System for Electric Motors. Symmetry 2025, 17, 760.
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基于迁移学习的自动驾驶转向角预测与控制：结合模糊签名增强模糊系统
https://www.mdpi.com/2073-8994/16/9/1180
Karadeniz, A.M.; Ballagi, Á.; Kóczy, L.T. Transfer Learning-Based Steering Angle Prediction and Control with Fuzzy Signatures-Enhanced Fuzzy Systems for Autonomous Vehicles. Symmetry 2024, 16, 1180.
期刊介绍
主编：Sergei D. Odintsov, Institute of Space Sciences (IEEC-CSIC), Spain
荣誉主编：蔡荣根教授，宁波大学；张继平教授，北京大学
期刊主题涵盖了所有科学研究中有关对称/非对称现象的理论和应用研究，主要包括数学、计算机、工程与材料、物理学、生命科学、化学等领域的最新进展。期刊已被 Scopus、SCIE (Web of Science)、CAPlus/SciFinder 等多家知名数据库收录。
2025 Impact Factor：2.2
2025 CiteScore：5.2
Time to First Decision：16.3 Days
Acceptance to Publication：2.9 Days
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